Concepedia

Comparison of neural network, Gaussian regression, support vector machine, long short-term memory, multi-gene genetic programming, and M5 Trees methods for solving civil engineering problems

Erdal Uncuoğlu, Hatice Çıtakoğlu, Levent Latifoğlu, Savaş Bayram, Mustafa Laman, Mücella İlkentapar, Ahmet Alper Öner

Applied Soft Computing · 2022 · 113 citations · 78 references

Concepts

Memetic AlgorithmEngineeringIntelligent OptimizationCivil EngineeringNeural NetworkComputer EngineeringGenetic AlgorithmSystems EngineeringLearning Classifier SystemConstruction ManagementModeling And SimulationGaussian RegressionConstruction EngineeringCivil Engineering ProblemsEvolutionary Programming

References

78

River flow forecasting through conceptual models part I — A discussion of principles

J.E. Nash, J. V. Sutcliffe · Journal of Hydrology · 1970 · 23.6K citations

Hydrological Prediction, River Basin Management, Engineering +9

Summarizing multiple aspects of model performance in a single diagram

Karl E. Taylor · Journal of Geophysical Research Atmospheres · 2001 · 8.4K citations

Engineering, Pattern Correspondence, Spatial Uncertainty +23

The Nature of Statistical Learning Theory

Stephan R. Sain, Vladimir Vapnik · Technometrics · 1996 · 4.1K citations

Data Classification, Statistical Learning, Engineering +5

Runoff conditions in the upper Danube basin under an ensemble of climate change scenarios

Harald Kling, Martin Fuchs, Maria Paulin · Journal of Hydrology · 2012 · 1.6K citations

Climatology, Runoff Conditions, River Basin Management +12

Logistic Model Trees

Niels Landwehr, Mark Hall, Eibe Frank · Machine Learning · 2005 · 1.2K citations · Full text

Tree Language, Engineering, Data Science +7